Integrative variable selection via Bayesian model uncertainty

Penalized methods for bi-level variable selection

(2013) Patrick Breheny et al.   Statistics and Its Interface

Incorporating biological information into linear models: A Bayesian approach to the selection of pathways and genes

(2011) Francesco C. Stingo et al.   Annals of Applied Statistics

Exploration of empirical Bayes hierarchical modeling for the analysis of genome-wide association study data

(2011) E. A. Heron et al.   BIOSTATISTICS

Incorporating model uncertainty in detecting rare variants: the Bayesian risk index

(2011) Melanie A. Quintana et al.   GENETIC EPIDEMIOLOGY

Needles in stacks of needles: finding disease-causal variants in a wealth of genomic data

(2011) Gregory M. Cooper et al.   NATURE REVIEWS GENETICS

The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases

(2011) R. Caspi et al.   NUCLEIC ACIDS RESEARCH

Bayesian model search and multilevel inference for SNP association studies

(2010) Melanie A. Wilson et al.   Annals of Applied Statistics

Bayesian Variable Selection in Structured High-Dimensional Covariate Spaces With Applications in Genomics

(2010) Fan Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Discovery of complex pathways from observational data

(2010) James W. Baurley et al.   STATISTICS IN MEDICINE

A group bridge approach for variable selection

(2009) J. Huang et al.   BIOMETRIKA

PANTHER version 7: improved phylogenetic trees, orthologs and collaboration with the Gene Ontology Consortium

(2009) Huaiyu Mi et al.   NUCLEIC ACIDS RESEARCH

Toward Personalized Therapy for Smoking Cessation: A Randomized Placebo-controlled Trial of Bupropion

(2008) F Patterson et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Nicotinic acetylcholine receptor β2 subunit gene implicated in a systems-based candidate gene study of smoking cessation

(2008) David V. Conti et al.   HUMAN MOLECULAR GENETICS

The use of hierarchical models for estimating relative risks of individual genetic variants: An application to a study of melanoma

(2008) Marinela Capanu et al.   STATISTICS IN MEDICINE